Dinithi Jayasuriya

1. Navigating the Unknown: Uncertainty-Aware Compute-in-Memory Autonomy of Edge Robotics
   2024/01/30 by Nastaran Darabi, Darabi, Nastaran, Priyesh Shukla +9 · 2 citations
   Computer Science · Decision Sciences · #Distributed and Parallel Computing Systems #Distributed systems and fault tolerance #FOS: Computer and information sciences #Robotics (cs.RO) #Scientific Computing and Data Management
2. Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language Models
   2025/02/08 by Sina Tayebati, Divake Kumar, Tayebati, Sina +9 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
3. Intelligent Sensing-to-Action for Robust Autonomy at the Edge: Opportunities and Challenges
   2025/02/04 by Amit Ranjan Trivedi, Sina Tayebati, Trivedi, Amit Ranjan +21 · 3 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
4. SPARC: Subspace-Aware Prompt Adaptation for Robust Continual Learning in LLMs
   2025/02/05 by Dinithi Jayasuriya, Jayasuriya, Dinithi, Sina Tayebati +6 · 2 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)